musa.okumoto.plot: Plotting the mean value function for the Musa-Okumoto model

In Reliability: Functions for estimating parameters in software reliability models

Description

musa.okumoto.plot plots the estimated mean value function for the Musa-Okumoto model and the raw data into one window.

Usage

musa.okumoto.plot(theta0, theta1, t, xlab = "time", 
    ylab = "Cumulated failures and estimated mean value function", 
    main = NULL)

Arguments

theta0	parameter value for theta0
theta1	parameter value for theta1
t	time between failure data
xlab	a title for the x axis
ylab	a title for the y axis
main	an overall title for the plot

Details

This function gives a plot of the mean value function for the Musa-Okumoto model. Here the estimated parameter values for theta0 and theta1, which are obtained by using musa.okumoto, can be put in. Internally the function mvf.musa is used to get the mean value function for the Musa-Okumoto model.

Value

A graph of the mean value function for the Musa-Okumoto model and of the raw data.

Author(s)

Andreas Wittmann andreas\[e-mail]

References

J.D. Musa, A. Iannino, and K. Okumoto. Software Reliability: Measurement, Prediction, Application. McGraw-Hill, 1987.

Michael R. Lyu. Handbook of Software Realibility Engineering. IEEE Computer Society Press, 1996. http://www.cse.cuhk.edu.hk/~lyu/book/reliability/

See Also

musa.okumoto, mvf.musa

Examples

# time between-failure-data from DACS Software Reliability Dataset
# homepage, see system code 1. Number of failures is 136.
t <- c(3, 30, 113, 81, 115, 9, 2, 20, 20, 15, 138, 50, 77, 24,
       108, 88, 670, 120, 26, 114, 325, 55, 242, 68, 422, 180,
       10, 1146, 600, 15, 36, 4, 0, 8, 227, 65, 176, 58, 457,
       300, 97, 263, 452, 255, 197, 193, 6, 79, 816, 1351, 148,
       21, 233, 134, 357, 193, 236, 31, 369, 748, 0, 232, 330,
       365, 1222, 543, 10, 16, 529, 379, 44, 129, 810, 290, 300,
       529, 281, 160, 828, 1011, 445, 296, 1755, 1064, 1783, 
       860, 983, 707, 33, 868, 724, 2323, 2930, 1461, 843, 12,
       261, 1800, 865, 1435, 30, 143, 108, 0, 3110, 1247, 943,
       700, 875, 245, 729, 1897, 447, 386, 446, 122, 990, 948,
       1082, 22, 75, 482, 5509, 100, 10, 1071, 371, 790, 6150,
       3321, 1045, 648, 5485, 1160, 1864, 4116)
      
theta0 <- musa.okumoto(t)$theta0
theta1 <- musa.okumoto(t)$theta1

musa.okumoto.plot(theta0, theta1, t, xlab = "time (in seconds)", 
                  main = "Musa-Okumoto model")

Example output

Reliability documentation built on May 1, 2019, 9:22 p.m.